Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 124520 |
| Missing cells | 21016 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.9 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 15 |
ZONIER has a high cardinality: 82 distinct values | High cardinality |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 1 other fields | High correlation |
COUT is highly correlated with NB and 2 other fields | High correlation |
PurePremium is highly correlated with COUT and 2 other fields | High correlation |
Frequency is highly correlated with NB and 1 other fields | High correlation |
AvgClaimAmount is highly correlated with COUT and 1 other fields | High correlation |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 3 other fields | High correlation |
COUT is highly correlated with NB and 3 other fields | High correlation |
PurePremium is highly correlated with NB and 3 other fields | High correlation |
Frequency is highly correlated with NB and 3 other fields | High correlation |
AvgClaimAmount is highly correlated with NB and 3 other fields | High correlation |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 3 other fields | High correlation |
COUT is highly correlated with NB and 3 other fields | High correlation |
PurePremium is highly correlated with NB and 3 other fields | High correlation |
Frequency is highly correlated with NB and 3 other fields | High correlation |
AvgClaimAmount is highly correlated with NB and 3 other fields | High correlation |
OBJETS_DE_VALEUR is highly correlated with VALEUR_DES_BIENS | High correlation |
Frequency is highly correlated with PurePremium | High correlation |
VALEUR_DES_BIENS is highly correlated with OBJETS_DE_VALEUR and 1 other fields | High correlation |
NBSIN_TYPE1_AN1 is highly correlated with NBSIN_TYPE2_AN1 | High correlation |
COUT is highly correlated with AvgClaimAmount and 1 other fields | High correlation |
TYPE_HABITATION is highly correlated with ZONIER and 1 other fields | High correlation |
ZONIER is highly correlated with TYPE_HABITATION | High correlation |
AvgClaimAmount is highly correlated with COUT and 1 other fields | High correlation |
SITUATION_JURIDIQUE is highly correlated with VALEUR_DES_BIENS and 1 other fields | High correlation |
NBSIN_TYPE1_AN3 is highly correlated with NBSIN_TYPE2_AN3 | High correlation |
NBSIN_TYPE2_AN1 is highly correlated with NBSIN_TYPE1_AN1 | High correlation |
PurePremium is highly correlated with Frequency and 2 other fields | High correlation |
NBSIN_TYPE2_AN3 is highly correlated with NBSIN_TYPE1_AN3 | High correlation |
TYPE_HABITATION is highly correlated with ZONIER and 1 other fields | High correlation |
ZONIER is highly correlated with TYPE_HABITATION | High correlation |
NB_PIECES is highly correlated with TYPE_HABITATION | High correlation |
NB_PIECES has 7458 (6.0%) missing values | Missing |
NBSIN_TYPE2_AN2 has 13558 (10.9%) missing values | Missing |
COUT is highly skewed (γ1 = 32.70976088) | Skewed |
PurePremium is highly skewed (γ1 = 138.335193) | Skewed |
Frequency is highly skewed (γ1 = 83.65521992) | Skewed |
AvgClaimAmount is highly skewed (γ1 = 33.53925473) | Skewed |
id has unique values | Unique |
VALEUR_DES_BIENS has 6662 (5.4%) zeros | Zeros |
COUT has 122356 (98.3%) zeros | Zeros |
PurePremium has 122356 (98.3%) zeros | Zeros |
Frequency has 122356 (98.3%) zeros | Zeros |
AvgClaimAmount has 122356 (98.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-07 19:29:08.793782 |
|---|---|
| Analysis finished | 2021-06-07 19:29:31.032663 |
| Duration | 22.24 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
EXPO
Real number (ℝ≥0)
| Distinct | 2053 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8375858269 |
| Minimum | 0.0027322397 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.0027322397 |
|---|---|
| 5-th percentile | 0.125683032 |
| Q1 | 0.8164381944 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.9972677603 |
| Interquartile range (IQR) | 0.1835618056 |
Descriptive statistics
| Standard deviation | 0.29670772 |
|---|---|
| Coefficient of variation (CV) | 0.354241572 |
| Kurtosis | 1.004256347 |
| Mean | 0.8375858269 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.587807105 |
| Sum | 104296.1872 |
| Variance | 0.08803547112 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 88070 | |
| 0.0027397256 | 453 | 0.4% |
| 0.334246397 | 303 | 0.2% |
| 0.0027322397 | 261 | 0.2% |
| 0.0849314928 | 209 | 0.2% |
| 0.419178009 | 190 | 0.2% |
| 0.5041093826 | 169 | 0.1% |
| 0.2486338243 | 156 | 0.1% |
| 0.3333332539 | 154 | 0.1% |
| 0.243835507 | 143 | 0.1% |
| Other values (2043) | 34412 | 27.6% |
| Value | Count | Frequency (%) |
| 0.0027322397 | 261 | |
| 0.0027397256 | 453 | |
| 0.0054644793 | 28 | < 0.1% |
| 0.0054794513 | 65 | 0.1% |
| 0.008196719 | 42 | < 0.1% |
| 0.008219175 | 65 | 0.1% |
| 0.0082191769 | 28 | < 0.1% |
| 0.0109289587 | 59 | < 0.1% |
| 0.0109589007 | 21 | < 0.1% |
| 0.0109589025 | 67 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 88070 | |
| 0.9999999851 | 3 | < 0.1% |
| 0.9999999702 | 2 | < 0.1% |
| 0.9999999627 | 39 | < 0.1% |
| 0.9999999404 | 2 | < 0.1% |
| 0.9999999329 | 4 | < 0.1% |
| 0.9999999106 | 2 | < 0.1% |
| 0.9999998882 | 1 | < 0.1% |
| 0.9999998808 | 23 | < 0.1% |
| 0.9999998659 | 1 | < 0.1% |
FORMULE
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| CONFORT | |
|---|---|
| MEDIUM | |
| ESSENTIEL | |
| ALL_INCLUDE | 5383 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.209171217 |
| Min length | 6 |
Characters and Unicode
| Total characters | 897686 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MEDIUM |
|---|---|
| 2nd row | CONFORT |
| 3rd row | ESSENTIEL |
| 4th row | ESSENTIEL |
| 5th row | ESSENTIEL |
Common Values
| Value | Count | Frequency (%) |
| CONFORT | 70125 | |
| MEDIUM | 31170 | |
| ESSENTIEL | 17842 | 14.3% |
| ALL_INCLUDE | 5383 | 4.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| confort | 70125 | |
| medium | 31170 | |
| essentiel | 17842 | 14.3% |
| all_include | 5383 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (5) | 116994 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 892303 | |
| Connector Punctuation | 5383 | 0.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (4) | 111611 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 5383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 892303 | |
| Common | 5383 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (4) | 111611 |
Common
| Value | Count | Frequency (%) |
| _ | 5383 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 897686 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (5) | 116994 |
TYPE_RESIDENCE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| PRINCIPALE | |
|---|---|
| SECONDAIRE |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1245200 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PRINCIPALE |
|---|---|
| 2nd row | PRINCIPALE |
| 3rd row | PRINCIPALE |
| 4th row | SECONDAIRE |
| 5th row | PRINCIPALE |
Common Values
| Value | Count | Frequency (%) |
| PRINCIPALE | 104570 | |
| SECONDAIRE | 19950 | 16.0% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| principale | 104570 | |
| secondaire | 19950 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1245200 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1245200 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1245200 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| MAISON | |
|---|---|
| APPARTEMENT |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 8.287785095 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1031995 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | APPARTEMENT |
|---|---|
| 2nd row | MAISON |
| 3rd row | APPARTEMENT |
| 4th row | MAISON |
| 5th row | MAISON |
Common Values
| Value | Count | Frequency (%) |
| MAISON | 67545 | |
| APPARTEMENT | 56975 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| maison | 67545 | |
| appartement | 56975 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1031995 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1031995 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1031995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7458 |
| Missing (%) | 6.0% |
| Memory size | 1.9 MiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 | |
| 0.0 | 2995 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 351186 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 48778 | |
| 1.0 | 32199 | |
| 3.0 | 25342 | |
| 4.0 | 7748 | 6.2% |
| 0.0 | 2995 | 2.4% |
| (Missing) | 7458 | 6.0% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 48778 | |
| 1.0 | 32199 | |
| 3.0 | 25342 | |
| 4.0 | 7748 | 6.6% |
| 0.0 | 2995 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 234124 | |
| Other Punctuation | 117062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| 2 | 48778 | |
| 1 | 32199 | 13.8% |
| 3 | 25342 | 10.8% |
| 4 | 7748 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 117062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 351186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 351186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| LOCATAIRE | |
|---|---|
| PROPRIO |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.111451976 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1010038 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PROPRIO |
|---|---|
| 2nd row | PROPRIO |
| 3rd row | LOCATAIRE |
| 4th row | LOCATAIRE |
| 5th row | LOCATAIRE |
Common Values
| Value | Count | Frequency (%) |
| LOCATAIRE | 69199 | |
| PROPRIO | 55321 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| locataire | 69199 | |
| proprio | 55321 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1010038 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1010038 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1010038 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
NIVEAU_JURIDIQUE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| JUR1 | |
|---|---|
| JUR2 | 1679 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 498080 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JUR1 |
|---|---|
| 2nd row | JUR1 |
| 3rd row | JUR1 |
| 4th row | JUR1 |
| 5th row | JUR1 |
Common Values
| Value | Count | Frequency (%) |
| JUR1 | 122841 | |
| JUR2 | 1679 | 1.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| jur1 | 122841 | |
| jur2 | 1679 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 | |
| 1 | 122841 | |
| 2 | 1679 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 373560 | |
| Decimal Number | 124520 | 25.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 122841 | |
| 2 | 1679 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 373560 | |
| Common | 124520 | 25.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 |
Common
| Value | Count | Frequency (%) |
| 1 | 122841 | |
| 2 | 1679 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 | |
| 1 | 122841 | |
| 2 | 1679 | 0.3% |
VALEUR_DES_BIENS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16636.54031 |
| Minimum | 0 |
|---|---|
| Maximum | 100000 |
| Zeros | 6662 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3500 |
| median | 9000 |
| Q3 | 20000 |
| 95-th percentile | 50000 |
| Maximum | 100000 |
| Range | 100000 |
| Interquartile range (IQR) | 16500 |
Descriptive statistics
| Standard deviation | 19532.91988 |
|---|---|
| Coefficient of variation (CV) | 1.174097469 |
| Kurtosis | 4.291640411 |
| Mean | 16636.54031 |
| Median Absolute Deviation (MAD) | 5500 |
| Skewness | 2.084460644 |
| Sum | 2071582000 |
| Variance | 381534958.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 3500 | 41548 | |
| 9000 | 27741 | |
| 20000 | 26993 | |
| 35000 | 9189 | 7.4% |
| 0 | 6662 | 5.4% |
| 50000 | 6370 | 5.1% |
| 80000 | 5259 | 4.2% |
| 100000 | 758 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 6662 | 5.4% |
| 3500 | 41548 | |
| 9000 | 27741 | |
| 20000 | 26993 | |
| 35000 | 9189 | 7.4% |
| 50000 | 6370 | 5.1% |
| 80000 | 5259 | 4.2% |
| 100000 | 758 | 0.6% |
| Value | Count | Frequency (%) |
| 100000 | 758 | 0.6% |
| 80000 | 5259 | 4.2% |
| 50000 | 6370 | 5.1% |
| 35000 | 9189 | 7.4% |
| 20000 | 26993 | |
| 9000 | 27741 | |
| 3500 | 41548 | |
| 0 | 6662 | 5.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| NIVEAU_1 | |
|---|---|
| NIVEAU_2 | 7737 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 996160 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NIVEAU_1 |
|---|---|
| 2nd row | NIVEAU_1 |
| 3rd row | NIVEAU_1 |
| 4th row | NIVEAU_1 |
| 5th row | NIVEAU_1 |
Common Values
| Value | Count | Frequency (%) |
| NIVEAU_1 | 116783 | |
| NIVEAU_2 | 7737 | 6.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| niveau_1 | 116783 | |
| niveau_2 | 7737 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 | |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 747120 | |
| Connector Punctuation | 124520 | 12.5% |
| Decimal Number | 124520 | 12.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 116783 | |
| 2 | 7737 | 6.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 124520 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 747120 | |
| Common | 249040 | 25.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 |
Common
| Value | Count | Frequency (%) |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 996160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 | |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 0.8% |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| C20 | |
|---|---|
| C9 | 7716 |
| B32 | 5628 |
| C5 | 5491 |
| C23 | 4958 |
| Other values (77) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.619707677 |
| Min length | 2 |
Characters and Unicode
| Total characters | 326206 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B40 |
|---|---|
| 2nd row | A11 |
| 3rd row | B32 |
| 4th row | C24 |
| 5th row | C9 |
Common Values
| Value | Count | Frequency (%) |
| C20 | 11657 | 9.4% |
| C9 | 7716 | 6.2% |
| B32 | 5628 | 4.5% |
| C5 | 5491 | 4.4% |
| C23 | 4958 | 4.0% |
| C2 | 4862 | 3.9% |
| B43 | 4845 | 3.9% |
| B40 | 4623 | 3.7% |
| C8 | 4358 | 3.5% |
| C6 | 4174 | 3.4% |
| Other values (72) | 66208 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| c20 | 11657 | 9.4% |
| c9 | 7716 | 6.2% |
| b32 | 5628 | 4.5% |
| c5 | 5491 | 4.4% |
| c23 | 4958 | 4.0% |
| c2 | 4862 | 3.9% |
| b43 | 4845 | 3.9% |
| b40 | 4623 | 3.7% |
| c8 | 4358 | 3.5% |
| c6 | 4174 | 3.4% |
| Other values (72) | 66208 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 69689 | |
| 2 | 48932 | |
| 1 | 41080 | |
| B | 37526 | |
| 3 | 26971 | 8.3% |
| 0 | 21142 | 6.5% |
| 9 | 20083 | 6.2% |
| A | 17305 | 5.3% |
| 4 | 17182 | 5.3% |
| 6 | 7563 | 2.3% |
| Other values (3) | 18733 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 201686 | |
| Uppercase Letter | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 48932 | |
| 1 | 41080 | |
| 3 | 26971 | |
| 0 | 21142 | |
| 9 | 20083 | |
| 4 | 17182 | 8.5% |
| 6 | 7563 | 3.7% |
| 5 | 7366 | 3.7% |
| 7 | 5906 | 2.9% |
| 8 | 5461 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 69689 | |
| B | 37526 | |
| A | 17305 | 13.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 201686 | |
| Latin | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 48932 | |
| 1 | 41080 | |
| 3 | 26971 | |
| 0 | 21142 | |
| 9 | 20083 | |
| 4 | 17182 | 8.5% |
| 6 | 7563 | 3.7% |
| 5 | 7366 | 3.7% |
| 7 | 5906 | 2.9% |
| 8 | 5461 | 2.7% |
Latin
| Value | Count | Frequency (%) |
| C | 69689 | |
| B | 37526 | |
| A | 17305 | 13.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 326206 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 69689 | |
| 2 | 48932 | |
| 1 | 41080 | |
| B | 37526 | |
| 3 | 26971 | 8.3% |
| 0 | 21142 | 6.5% |
| 9 | 20083 | 6.2% |
| A | 17305 | 5.3% |
| 4 | 17182 | 5.3% |
| 6 | 7563 | 2.3% |
| Other values (3) | 18733 | 5.7% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 7508 |
| 2 | 604 |
| 3 | 61 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 5961 |
| 2 | 506 |
| 3 | 47 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 2338 |
| 2 | 146 |
| 3 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13558 |
| Missing (%) | 10.9% |
| Memory size | 1.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1657 |
| 2.0 | 93 |
| 3.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 332886 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 109205 | |
| 1.0 | 1657 | 1.3% |
| 2.0 | 93 | 0.1% |
| 3.0 | 7 | < 0.1% |
| (Missing) | 13558 | 10.9% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 109205 | |
| 1.0 | 1657 | 1.5% |
| 2.0 | 93 | 0.1% |
| 3.0 | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 221924 | |
| Other Punctuation | 110962 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| 1 | 1657 | 0.7% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 110962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 332886 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 332886 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 1687 |
| 2 | 101 |
| 3 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
| Distinct | 124520 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200071.9023 |
| Minimum | 5 |
|---|---|
| Maximum | 400357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 19745.55 |
| Q1 | 99973.5 |
| median | 200222 |
| Q3 | 300233.5 |
| 95-th percentile | 380580.1 |
| Maximum | 400357 |
| Range | 400352 |
| Interquartile range (IQR) | 200260 |
Descriptive statistics
| Standard deviation | 115728.4772 |
|---|---|
| Coefficient of variation (CV) | 0.5784344319 |
| Kurtosis | -1.200387168 |
| Mean | 200071.9023 |
| Median Absolute Deviation (MAD) | 100113 |
| Skewness | 0.0001860442491 |
| Sum | 2.491295328 × 1010 |
| Variance | 1.339308043 × 1010 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2049 | 1 | < 0.1% |
| 146066 | 1 | < 0.1% |
| 29403 | 1 | < 0.1% |
| 371084 | 1 | < 0.1% |
| 287449 | 1 | < 0.1% |
| 27352 | 1 | < 0.1% |
| 329718 | 1 | < 0.1% |
| 2772 | 1 | < 0.1% |
| 13011 | 1 | < 0.1% |
| 277202 | 1 | < 0.1% |
| Other values (124510) | 124510 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 28 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 400357 | 1 | |
| 400356 | 1 | |
| 400350 | 1 | |
| 400348 | 1 | |
| 400345 | 1 | |
| 400343 | 1 | |
| 400342 | 1 | |
| 400336 | 1 | |
| 400335 | 1 | |
| 400332 | 1 |
ANNEE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 2016 | |
|---|---|
| 2017 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 498080 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2017 |
| 4th row | 2018 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 43485 | |
| 2017 | 41624 | |
| 2018 | 39411 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 2016 | 43485 | |
| 2017 | 41624 | |
| 2018 | 39411 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 498080 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 498080 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 2098 |
| 2.0 | 65 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 373560 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 122356 | |
| 1.0 | 2098 | 1.7% |
| 2.0 | 65 | 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 122356 | |
| 1.0 | 2098 | 1.7% |
| 2.0 | 65 | 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 249040 | |
| Other Punctuation | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| 1 | 2098 | 0.8% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 124520 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 373560 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 373560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
| Distinct | 1897 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.98666351 |
| Minimum | 0 |
|---|---|
| Maximum | 33089.12 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33089.12 |
| Range | 33089.12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 376.7359879 |
|---|---|
| Coefficient of variation (CV) | 15.07748275 |
| Kurtosis | 1608.681443 |
| Mean | 24.98666351 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.70976088 |
| Sum | 3111339.34 |
| Variance | 141930.0046 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 49 | < 0.1% |
| 24.21 | 29 | < 0.1% |
| 24.35 | 16 | < 0.1% |
| 286.44 | 6 | < 0.1% |
| 235.35 | 6 | < 0.1% |
| 52.42 | 5 | < 0.1% |
| 91.96 | 5 | < 0.1% |
| 76.08 | 4 | < 0.1% |
| 692.59 | 4 | < 0.1% |
| Other values (1887) | 2040 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 2 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.05 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 33089.12 | 1 | |
| 28743.2 | 1 | |
| 23472.51 | 1 | |
| 21466.47 | 1 | |
| 19999.82 | 1 | |
| 19868.26 | 1 | |
| 18795.56 | 1 | |
| 18358.72 | 1 | |
| 16703.33 | 1 | |
| 15116.45 | 1 |
PurePremium
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 1968 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.12322995 |
| Minimum | 0 |
|---|---|
| Maximum | 185244.9171 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 185244.9171 |
| Range | 185244.9171 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 749.479255 |
|---|---|
| Coefficient of variation (CV) | 23.33137907 |
| Kurtosis | 30850.66021 |
| Mean | 32.12322995 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 138.335193 |
| Sum | 3999984.594 |
| Variance | 561719.1537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 37 | < 0.1% |
| 24.21 | 22 | < 0.1% |
| 24.35 | 14 | < 0.1% |
| 286.44 | 5 | < 0.1% |
| 52.42 | 4 | < 0.1% |
| 105.92 | 4 | < 0.1% |
| 684.98 | 4 | < 0.1% |
| 695.16 | 4 | < 0.1% |
| 86.23 | 4 | < 0.1% |
| Other values (1958) | 2066 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 1 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| 20.20109126 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 185244.9171 | 1 | |
| 61212.98964 | 1 | |
| 53526.92013 | 1 | |
| 44106.91654 | 1 | |
| 33089.12 | 1 | |
| 31979.62462 | 1 | |
| 30427.13023 | 1 | |
| 29755.83356 | 1 | |
| 28027.42415 | 1 | |
| 27225.20619 | 1 |
Frequency
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 323 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02258020873 |
| Minimum | 0 |
|---|---|
| Maximum | 52.28574944 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.28574944 |
| Range | 52.28574944 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2819514474 |
|---|---|
| Coefficient of variation (CV) | 12.48666258 |
| Kurtosis | 12466.67838 |
| Mean | 0.02258020873 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 83.65521992 |
| Sum | 2811.68759 |
| Variance | 0.07949661872 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 1 | 1697 | 1.4% |
| 2 | 54 | < 0.1% |
| 3.379630539 | 4 | < 0.1% |
| 1.144200872 | 4 | < 0.1% |
| 1.031073527 | 4 | < 0.1% |
| 1.057803751 | 4 | < 0.1% |
| 2.316456752 | 3 | < 0.1% |
| 1.185065304 | 3 | < 0.1% |
| 1.71028125 | 3 | < 0.1% |
| Other values (313) | 388 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 1 | 1697 | 1.4% |
| 1.000000015 | 1 | < 0.1% |
| 1.000000089 | 1 | < 0.1% |
| 1.000000181 | 3 | < 0.1% |
| 1.000000238 | 2 | < 0.1% |
| 1.002747434 | 2 | < 0.1% |
| 1.005494579 | 2 | < 0.1% |
| 1.005510006 | 2 | < 0.1% |
| 1.008264574 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.28574944 | 1 | |
| 33.27272839 | 1 | |
| 30.41667789 | 1 | |
| 17.38096107 | 1 | |
| 14.60000488 | 1 | |
| 14.03846576 | 1 | |
| 12.16666896 | 1 | |
| 11.7741955 | 1 | |
| 11.09091499 | 1 | |
| 10.76471152 | 1 |
AvgClaimAmount
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 1894 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.35936686 |
| Minimum | 0 |
|---|---|
| Maximum | 33089.12 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33089.12 |
| Range | 33089.12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 369.0591316 |
|---|---|
| Coefficient of variation (CV) | 15.15060443 |
| Kurtosis | 1705.598269 |
| Mean | 24.35936686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 33.53925473 |
| Sum | 3033228.362 |
| Variance | 136204.6426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 50 | < 0.1% |
| 24.21 | 29 | < 0.1% |
| 24.35 | 17 | < 0.1% |
| 235.35 | 6 | < 0.1% |
| 286.44 | 6 | < 0.1% |
| 52.42 | 5 | < 0.1% |
| 91.96 | 5 | < 0.1% |
| 54.48 | 4 | < 0.1% |
| 692.59 | 4 | < 0.1% |
| Other values (1884) | 2038 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 2 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.05 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 33089.12 | 1 | |
| 28743.2 | 1 | |
| 23472.51 | 1 | |
| 21466.47 | 1 | |
| 19999.82 | 1 | |
| 19868.26 | 1 | |
| 18795.56 | 1 | |
| 18358.72 | 1 | |
| 16703.33 | 1 | |
| 15116.45 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| EXPO | FORMULE | TYPE_RESIDENCE | TYPE_HABITATION | NB_PIECES | SITUATION_JURIDIQUE | NIVEAU_JURIDIQUE | VALEUR_DES_BIENS | OBJETS_DE_VALEUR | ZONIER | NBSIN_TYPE1_AN1 | NBSIN_TYPE1_AN3 | NBSIN_TYPE2_AN1 | NBSIN_TYPE2_AN2 | NBSIN_TYPE2_AN3 | id | ANNEE | NB | COUT | PurePremium | Frequency | AvgClaimAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.000000 | MEDIUM | PRINCIPALE | APPARTEMENT | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | B40 | 0 | 0 | 0 | 0.0 | 0 | 5 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 1 | 0.824657 | CONFORT | PRINCIPALE | MAISON | NaN | PROPRIO | JUR1 | 0.0 | NIVEAU_1 | A11 | 0 | 0 | 0 | 0.0 | 0 | 9 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 2 | 1.000000 | ESSENTIEL | PRINCIPALE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 35000.0 | NIVEAU_1 | B32 | 0 | 0 | 0 | 0.0 | 0 | 11 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 3 | 1.000000 | ESSENTIEL | SECONDAIRE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C24 | 0 | 0 | 0 | 0.0 | 0 | 13 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 4 | 1.000000 | ESSENTIEL | PRINCIPALE | MAISON | 1.0 | LOCATAIRE | JUR1 | 20000.0 | NIVEAU_1 | C9 | 0 | 0 | 0 | 0.0 | 0 | 14 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 5 | 1.000000 | CONFORT | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C20 | 0 | 0 | 0 | 0.0 | 0 | 15 | 2017 | 1.0 | 521.43 | 521.43 | 1.0 | 521.43 |
| 6 | 1.000000 | ESSENTIEL | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 20000.0 | NIVEAU_1 | C2 | 1 | 0 | 0 | 0.0 | 0 | 20 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 7 | 0.986301 | CONFORT | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C8 | 0 | 0 | 0 | 0.0 | 0 | 21 | 2016 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 8 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | A9 | 0 | 0 | 0 | 0.0 | 0 | 28 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 9 | 1.000000 | CONFORT | SECONDAIRE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 0.0 | NIVEAU_1 | A7 | 0 | 0 | 0 | 0.0 | 0 | 30 | 2016 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
Last rows
| EXPO | FORMULE | TYPE_RESIDENCE | TYPE_HABITATION | NB_PIECES | SITUATION_JURIDIQUE | NIVEAU_JURIDIQUE | VALEUR_DES_BIENS | OBJETS_DE_VALEUR | ZONIER | NBSIN_TYPE1_AN1 | NBSIN_TYPE1_AN3 | NBSIN_TYPE2_AN1 | NBSIN_TYPE2_AN2 | NBSIN_TYPE2_AN3 | id | ANNEE | NB | COUT | PurePremium | Frequency | AvgClaimAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 124510 | 0.504109 | MEDIUM | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR2 | 3500.0 | NIVEAU_1 | B26 | 0 | 0 | 0 | 0.0 | 0 | 400332 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124511 | 0.082192 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C20 | 0 | 0 | 0 | 0.0 | 0 | 400335 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124512 | 0.093151 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 9000.0 | NIVEAU_1 | B26 | 0 | 0 | 0 | NaN | 0 | 400336 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124513 | 1.000000 | ESSENTIEL | PRINCIPALE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 50000.0 | NIVEAU_1 | B17 | 0 | 0 | 0 | 0.0 | 0 | 400342 | 2017 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124514 | 0.671233 | ESSENTIEL | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | B32 | 0 | 0 | 0 | 0.0 | 0 | 400343 | 2016 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124515 | 1.000000 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C20 | 1 | 0 | 0 | 0.0 | 0 | 400345 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124516 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 2.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | A2 | 0 | 0 | 0 | 0.0 | 0 | 400348 | 2017 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124517 | 0.273973 | CONFORT | SECONDAIRE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C16 | 0 | 0 | 0 | 0.0 | 0 | 400350 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124518 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 3500.0 | NIVEAU_1 | C9 | 0 | 0 | 0 | 0.0 | 0 | 400356 | 2016 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124519 | 0.939726 | CONFORT | PRINCIPALE | MAISON | 2.0 | PROPRIO | JUR1 | 9000.0 | NIVEAU_1 | C5 | 0 | 0 | 0 | 0.0 | 0 | 400357 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |